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derivedlambdakzeroanalysis.cxx
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2992 lines (2727 loc) · 197 KB
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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
// This software is distributed under the terms of the GNU General Public
// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
//
// In applying this license CERN does not waive the privileges and immunities
// granted to it by virtue of its status as an Intergovernmental Organization
// or submit itself to any jurisdiction.
//
/// \file derivedlambdakzeroanalysis.cxx
/// \brief V0s (K0s, Lambda and antiLambda) analysis task using derived data
///
/// \author David Dobrigkeit Chinellato <david.dobrigkeit.chinellato@cern.ch>, Austrian Academy of Sciences & SMI
/// \author Romain Schotter <romain.schotter@cern.ch>, Austrian Academy of Sciences & SMI
//
// V0 analysis task
// ================
//
// This code loops over a V0Cores table and produces some
// standard analysis output. It is meant to be run over
// derived data.
//
// Comments, questions, complaints, suggestions?
// Please write to:
// romain.schotter@cern.ch
// david.dobrigkeit.chinellato@cern.ch
//
#include "PWGLF/DataModel/LFStrangenessMLTables.h"
#include "PWGLF/DataModel/LFStrangenessPIDTables.h"
#include "PWGLF/DataModel/LFStrangenessTables.h"
#include "PWGUD/Core/SGSelector.h"
#include "Common/CCDB/ctpRateFetcher.h"
#include "Common/Core/TrackSelection.h"
#include "Common/Core/trackUtilities.h"
#include "Common/DataModel/Centrality.h"
#include "Common/DataModel/EventSelection.h"
#include "Common/DataModel/Multiplicity.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "Tools/ML/MlResponse.h"
#include "Tools/ML/model.h"
#include "CommonConstants/MathConstants.h"
#include "CommonConstants/PhysicsConstants.h"
#include "DataFormatsParameters/GRPMagField.h"
#include "Framework/ASoAHelpers.h"
#include "Framework/AnalysisDataModel.h"
#include "Framework/AnalysisTask.h"
#include "Framework/runDataProcessing.h"
#include "ReconstructionDataFormats/Track.h"
#include <Math/Vector4D.h>
#include <TFile.h>
#include <TH2D.h>
#include <TLorentzVector.h>
#include <TPDGCode.h>
#include <TProfile.h>
#include <algorithm>
#include <array>
#include <cmath>
#include <cstdlib>
#include <map>
#include <string>
#include <vector>
using namespace o2;
using namespace o2::framework;
using namespace o2::framework::expressions;
using std::array;
using namespace o2::aod::rctsel;
using DauTracks = soa::Join<aod::DauTrackExtras, aod::DauTrackTPCPIDs>;
using DauMCTracks = soa::Join<aod::DauTrackExtras, aod::DauTrackMCIds, aod::DauTrackTPCPIDs>;
using V0Candidates = soa::Join<aod::V0CollRefs, aod::V0Cores, aod::V0Extras, aod::V0TOFPIDs, aod::V0TOFNSigmas, aod::V0LambdaMLScores, aod::V0AntiLambdaMLScores, aod::V0K0ShortMLScores>;
// using V0McCandidates = soa::Join<aod::V0CollRefs, aod::V0Cores, aod::V0MCCores, aod::V0Extras, aod::V0TOFPIDs, aod::V0TOFNSigmas, aod::V0MCMothers, aod::V0MCCollRefs>;
using V0McCandidates = soa::Join<aod::V0CollRefs, aod::V0Cores, aod::V0Extras, aod::V0TOFPIDs, aod::V0TOFNSigmas, aod::V0MCMothers, aod::V0CoreMCLabels, aod::V0LambdaMLScores, aod::V0AntiLambdaMLScores, aod::V0K0ShortMLScores>;
// simple checkers, but ensure 64 bit integers
#define BITSET(var, nbit) ((var) |= (static_cast<uint64_t>(1) << static_cast<uint64_t>(nbit)))
#define BITCHECK(var, nbit) ((var) & (static_cast<uint64_t>(1) << static_cast<uint64_t>(nbit)))
enum CentEstimator {
kCentFT0C = 0,
kCentFT0M,
kCentFT0CVariant1,
kCentMFT,
kCentNGlobal,
kCentFV0A
};
struct derivedlambdakzeroanalysis {
HistogramRegistry histos{"Histos", {}, OutputObjHandlingPolicy::AnalysisObject};
bool isRun3;
// master analysis switches
Configurable<bool> analyseK0Short{"analyseK0Short", true, "process K0Short-like candidates"};
Configurable<bool> analyseLambda{"analyseLambda", true, "process Lambda-like candidates"};
Configurable<bool> analyseAntiLambda{"analyseAntiLambda", true, "process AntiLambda-like candidates"};
Configurable<bool> calculateFeeddownMatrix{"calculateFeeddownMatrix", true, "fill feeddown matrix if MC"};
Configurable<bool> doPPAnalysis{"doPPAnalysis", false, "if in pp, set to true"};
Configurable<std::string> irSource{"irSource", "T0VTX", "Estimator of the interaction rate (Recommended: pp --> T0VTX, Pb-Pb --> ZNC hadronic)"};
Configurable<int> centralityEstimator{"centralityEstimator", kCentFT0C, "Run 3 centrality estimator (0:CentFT0C, 1:CentFT0M, 2:CentFT0CVariant1, 3:CentMFT, 4:CentNGlobal, 5:CentFV0A)"};
Configurable<bool> doUPCanalysis{"doUPCanalysis", true, "Study V0s in hadronic and UPC collisions"};
Configurable<bool> doEventQA{"doEventQA", false, "do event QA histograms"};
Configurable<bool> doCompleteTopoQA{"doCompleteTopoQA", false, "do topological variable QA histograms"};
Configurable<bool> doTPCQA{"doTPCQA", false, "do TPC QA histograms"};
Configurable<bool> doTOFQA{"doTOFQA", false, "do TOF QA histograms"};
Configurable<int> doDetectPropQA{"doDetectPropQA", 0, "do Detector/ITS map QA: 0: no, 1: 4D, 2: 5D with mass; 3: plain in 3D"};
Configurable<bool> doEtaPhiQA{"doEtaPhiQA", false, "do Eta/Phi QA histograms"};
Configurable<bool> doPlainTopoQA{"doPlainTopoQA", true, "do simple 1D QA of candidates"};
Configurable<float> qaMinPt{"qaMinPt", 0.0f, "minimum pT for QA plots"};
Configurable<float> qaMaxPt{"qaMaxPt", 1000.0f, "maximum pT for QA plots"};
Configurable<bool> qaCentrality{"qaCentrality", false, "qa centrality flag: check base raw values"};
// for MC
Configurable<bool> doMCAssociation{"doMCAssociation", true, "if MC, do MC association"};
Configurable<bool> doTreatPiToMuon{"doTreatPiToMuon", false, "Take pi decay into muon into account in MC"};
Configurable<bool> doCollisionAssociationQA{"doCollisionAssociationQA", true, "check collision association"};
struct : ConfigurableGroup {
std::string prefix = "eventSelections"; // JSON group name
Configurable<bool> requireSel8{"requireSel8", true, "require sel8 event selection"};
Configurable<bool> requireTriggerTVX{"requireTriggerTVX", true, "require FT0 vertex (acceptable FT0C-FT0A time difference) at trigger level"};
Configurable<bool> rejectITSROFBorder{"rejectITSROFBorder", true, "reject events at ITS ROF border (Run 3 only)"};
Configurable<bool> rejectTFBorder{"rejectTFBorder", true, "reject events at TF border (Run 3 only)"};
Configurable<bool> requireIsVertexITSTPC{"requireIsVertexITSTPC", false, "require events with at least one ITS-TPC track (Run 3 only)"};
Configurable<bool> requireIsGoodZvtxFT0VsPV{"requireIsGoodZvtxFT0VsPV", true, "require events with PV position along z consistent (within 1 cm) between PV reconstructed using tracks and PV using FT0 A-C time difference (Run 3 only)"};
Configurable<bool> requireIsVertexTOFmatched{"requireIsVertexTOFmatched", false, "require events with at least one of vertex contributors matched to TOF (Run 3 only)"};
Configurable<bool> requireIsVertexTRDmatched{"requireIsVertexTRDmatched", false, "require events with at least one of vertex contributors matched to TRD (Run 3 only)"};
Configurable<bool> rejectSameBunchPileup{"rejectSameBunchPileup", true, "reject collisions in case of pileup with another collision in the same foundBC (Run 3 only)"};
Configurable<bool> requireNoCollInTimeRangeStd{"requireNoCollInTimeRangeStd", false, "reject collisions corrupted by the cannibalism, with other collisions within +/- 2 microseconds or mult above a certain threshold in -4 - -2 microseconds (Run 3 only)"};
Configurable<bool> requireNoCollInTimeRangeStrict{"requireNoCollInTimeRangeStrict", false, "reject collisions corrupted by the cannibalism, with other collisions within +/- 10 microseconds (Run 3 only)"};
Configurable<bool> requireNoCollInTimeRangeNarrow{"requireNoCollInTimeRangeNarrow", false, "reject collisions corrupted by the cannibalism, with other collisions within +/- 2 microseconds (Run 3 only)"};
Configurable<bool> requireNoCollInROFStd{"requireNoCollInROFStd", false, "reject collisions corrupted by the cannibalism, with other collisions within the same ITS ROF with mult. above a certain threshold (Run 3 only)"};
Configurable<bool> requireNoCollInROFStrict{"requireNoCollInROFStrict", false, "reject collisions corrupted by the cannibalism, with other collisions within the same ITS ROF (Run 3 only)"};
Configurable<bool> requireINEL0{"requireINEL0", true, "require INEL>0 event selection"};
Configurable<bool> requireINEL1{"requireINEL1", false, "require INEL>1 event selection"};
Configurable<float> maxZVtxPosition{"maxZVtxPosition", 10., "max Z vtx position"};
Configurable<bool> useEvtSelInDenomEff{"useEvtSelInDenomEff", false, "Consider event selections in the recoed <-> gen collision association for the denominator (or numerator) of the acc. x eff. (or signal loss)?"};
Configurable<bool> applyZVtxSelOnMCPV{"applyZVtxSelOnMCPV", false, "Apply Z-vtx cut on the PV of the generated collision?"};
Configurable<bool> useFT0CbasedOccupancy{"useFT0CbasedOccupancy", false, "Use sum of FT0-C amplitudes for estimating occupancy? (if not, use track-based definition)"};
// fast check on occupancy
Configurable<float> minOccupancy{"minOccupancy", -1, "minimum occupancy from neighbouring collisions"};
Configurable<float> maxOccupancy{"maxOccupancy", -1, "maximum occupancy from neighbouring collisions"};
// fast check on interaction rate
Configurable<float> minIR{"minIR", -1, "minimum IR collisions"};
Configurable<float> maxIR{"maxIR", -1, "maximum IR collisions"};
// Run 2 specific event selections
Configurable<bool> requireSel7{"requireSel7", true, "require sel7 event selection (Run 2 only: event selection decision based on V0A & V0C)"};
Configurable<bool> requireINT7{"requireINT7", true, "require INT7 trigger selection (Run 2 only)"};
Configurable<bool> rejectIncompleteDAQ{"rejectIncompleteDAQ", true, "reject events with incomplete DAQ (Run 2 only)"};
Configurable<bool> requireConsistentSPDAndTrackVtx{"requireConsistentSPDAndTrackVtx", true, "reject events with inconsistent in SPD and Track vertices (Run 2 only)"};
Configurable<bool> rejectPileupFromSPD{"rejectPileupFromSPD", true, "reject events with pileup according to SPD vertexer (Run 2 only)"};
Configurable<bool> rejectV0PFPileup{"rejectV0PFPileup", false, "reject events tagged as OOB pileup according to V0 past-future info (Run 2 only)"};
Configurable<bool> rejectPileupInMultBins{"rejectPileupInMultBins", true, "reject events tagged as pileup according to multiplicity-differential pileup checks (Run 2 only)"};
Configurable<bool> rejectPileupMV{"rejectPileupMV", true, "reject events tagged as pileup according to according to multi-vertexer (Run 2 only)"};
Configurable<bool> rejectTPCPileup{"rejectTPCPileup", false, "reject events tagged as pileup according to pileup in TPC (Run 2 only)"};
Configurable<bool> requireNoV0MOnVsOffPileup{"requireNoV0MOnVsOffPileup", false, "reject events tagged as OOB pileup according to online-vs-offline VOM correlation (Run 2 only)"};
Configurable<bool> requireNoSPDOnVsOffPileup{"requireNoSPDOnVsOffPileup", false, "reject events tagged as pileup according to online-vs-offline SPD correlation (Run 2 only)"};
Configurable<bool> requireNoSPDClsVsTklBG{"requireNoSPDClsVsTklBG", true, "reject events tagged as beam-gas and pileup according to cluster-vs-tracklet correlation (Run 2 only)"};
Configurable<bool> useSPDTrackletsCent{"useSPDTrackletsCent", false, "Use SPD tracklets for estimating centrality? If not, use V0M-based centrality (Run 2 only)"};
} eventSelections;
static constexpr float DefaultLifetimeCuts[1][2] = {{30., 20.}};
struct : ConfigurableGroup {
std::string prefix = "v0Selections"; // JSON group name
Configurable<int> v0TypeSelection{"v0TypeSelection", 1, "select on a certain V0 type (leave negative if no selection desired)"};
// Selection criteria: acceptance
Configurable<float> rapidityCut{"rapidityCut", 0.5, "rapidity"};
Configurable<float> daughterEtaCut{"daughterEtaCut", 0.8, "max eta for daughters"};
// Standard 5 topological criteria
Configurable<float> v0cospa{"v0cospa", 0.97, "min V0 CosPA"};
Configurable<float> dcav0dau{"dcav0dau", 1.0, "max DCA V0 Daughters (cm)"};
Configurable<float> dcanegtopv{"dcanegtopv", .05, "min DCA Neg To PV (cm)"};
Configurable<float> dcapostopv{"dcapostopv", .05, "min DCA Pos To PV (cm)"};
Configurable<float> v0radius{"v0radius", 1.2, "minimum V0 radius (cm)"};
Configurable<float> v0radiusMax{"v0radiusMax", 1E5, "maximum V0 radius (cm)"};
Configurable<LabeledArray<float>> lifetimecut{"lifetimecut", {DefaultLifetimeCuts[0], 2, {"lifetimecutLambda", "lifetimecutK0S"}}, "lifetimecut"};
// invariant mass selection
Configurable<float> compMassRejection{"compMassRejection", -1, "Competing mass rejection (GeV/#it{c}^{2})"};
// Additional selection on the AP plot (exclusive for K0Short)
// original equation: lArmPt*5>TMath::Abs(lArmAlpha)
Configurable<float> armPodCut{"armPodCut", 5.0f, "pT * (cut) > |alpha|, AP cut. Negative: no cut"};
// Track quality
Configurable<int> minTPCrows{"minTPCrows", 70, "minimum TPC crossed rows"};
Configurable<int> minITSclusters{"minITSclusters", -1, "minimum ITS clusters"};
Configurable<float> minTPCrowsOverFindableClusters{"minTPCrowsOverFindableClusters", -1, "minimum nbr of TPC crossed rows over findable clusters"};
Configurable<float> minTPCfoundOverFindableClusters{"minTPCfoundOverFindableClusters", -1, "minimum nbr of found over findable TPC clusters"};
Configurable<float> maxFractionTPCSharedClusters{"maxFractionTPCSharedClusters", 1e+09, "maximum fraction of TPC shared clusters"};
Configurable<float> maxITSchi2PerNcls{"maxITSchi2PerNcls", 1e+09, "maximum ITS chi2 per clusters"};
Configurable<float> maxTPCchi2PerNcls{"maxTPCchi2PerNcls", 1e+09, "maximum TPC chi2 per clusters"};
Configurable<bool> skipTPConly{"skipTPConly", false, "skip V0s comprised of at least one TPC only prong"};
Configurable<bool> requirePosITSonly{"requirePosITSonly", false, "require that positive track is ITSonly (overrides TPC quality)"};
Configurable<bool> requireNegITSonly{"requireNegITSonly", false, "require that negative track is ITSonly (overrides TPC quality)"};
Configurable<bool> rejectPosITSafterburner{"rejectPosITSafterburner", false, "reject positive track formed out of afterburner ITS tracks"};
Configurable<bool> rejectNegITSafterburner{"rejectNegITSafterburner", false, "reject negative track formed out of afterburner ITS tracks"};
Configurable<bool> requirePosITSafterburnerOnly{"requirePosITSafterburnerOnly", false, "require positive track formed out of afterburner ITS tracks"};
Configurable<bool> requireNegITSafterburnerOnly{"requireNegITSafterburnerOnly", false, "require negative track formed out of afterburner ITS tracks"};
Configurable<bool> requirePosHasTOF{"requirePosHasTOF", false, "require that positive track has an associated TOF signal. On false, TOF requirement (if any) is only applied IF the track has an associated TOF signal."};
Configurable<bool> requireNegHasTOF{"requireNegHasTOF", false, "require that negative track has an associated TOF signal. On false, TOF requirement (if any) is only applied IF the track has an associated TOF signal."};
Configurable<bool> rejectTPCsectorBoundary{"rejectTPCsectorBoundary", false, "reject tracks close to the TPC sector boundaries"};
Configurable<std::string> phiLowCut{"phiLowCut", "0.06/x+pi/18.0-0.06", "Low azimuth cut parametrisation"};
Configurable<std::string> phiHighCut{"phiHighCut", "0.1/x+pi/18.0+0.06", "High azimuth cut parametrisation"};
// PID (TPC/TOF)
Configurable<float> tpcPidNsigmaCut{"tpcPidNsigmaCut", 5, "tpcPidNsigmaCut"};
Configurable<float> tofPidNsigmaCutLaPr{"tofPidNsigmaCutLaPr", 1e+6, "tofPidNsigmaCutLaPr"};
Configurable<float> tofPidNsigmaCutLaPi{"tofPidNsigmaCutLaPi", 1e+6, "tofPidNsigmaCutLaPi"};
Configurable<float> tofPidNsigmaCutK0Pi{"tofPidNsigmaCutK0Pi", 1e+6, "tofPidNsigmaCutK0Pi"};
// PID (TOF)
Configurable<float> maxDeltaTimeProton{"maxDeltaTimeProton", 1e+9, "check maximum allowed time"};
Configurable<float> maxDeltaTimePion{"maxDeltaTimePion", 1e+9, "check maximum allowed time"};
} v0Selections;
TF1* fPhiCutLow = new TF1("fPhiCutLow", v0Selections.phiLowCut.value.data(), 0, 100);
TF1* fPhiCutHigh = new TF1("fPhiCutHigh", v0Selections.phiHighCut.value.data(), 0, 100);
struct : ConfigurableGroup {
std::string prefix = "rctConfigurations"; // JSON group name
Configurable<std::string> cfgRCTLabel{"cfgRCTLabel", "", "Which detector condition requirements? (CBT, CBT_hadronPID, CBT_electronPID, CBT_calo, CBT_muon, CBT_muon_glo)"};
Configurable<bool> cfgCheckZDC{"cfgCheckZDC", false, "Include ZDC flags in the bit selection (for Pb-Pb only)"};
Configurable<bool> cfgTreatLimitedAcceptanceAsBad{"cfgTreatLimitedAcceptanceAsBad", false, "reject all events where the detectors relevant for the specified Runlist are flagged as LimitedAcceptance"};
} rctConfigurations;
RCTFlagsChecker rctFlagsChecker{rctConfigurations.cfgRCTLabel.value};
// Machine learning evaluation for pre-selection and corresponding information generation
o2::ml::OnnxModel mlCustomModelK0Short;
o2::ml::OnnxModel mlCustomModelLambda;
o2::ml::OnnxModel mlCustomModelAntiLambda;
o2::ml::OnnxModel mlCustomModelGamma;
struct : ConfigurableGroup {
std::string prefix = "mlConfigurations"; // JSON group name
// ML classifiers: master flags to control whether we should use custom ML classifiers or the scores in the derived data
Configurable<bool> useK0ShortScores{"useK0ShortScores", false, "use ML scores to select K0Short"};
Configurable<bool> useLambdaScores{"useLambdaScores", false, "use ML scores to select Lambda"};
Configurable<bool> useAntiLambdaScores{"useAntiLambdaScores", false, "use ML scores to select AntiLambda"};
Configurable<bool> calculateK0ShortScores{"calculateK0ShortScores", false, "calculate K0Short ML scores"};
Configurable<bool> calculateLambdaScores{"calculateLambdaScores", false, "calculate Lambda ML scores"};
Configurable<bool> calculateAntiLambdaScores{"calculateAntiLambdaScores", false, "calculate AntiLambda ML scores"};
// ML input for ML calculation
Configurable<std::string> customModelPathCCDB{"customModelPathCCDB", "", "Custom ML Model path in CCDB"};
Configurable<int64_t> timestampCCDB{"timestampCCDB", -1, "timestamp of the ONNX file for ML model used to query in CCDB. Exceptions: > 0 for the specific timestamp, 0 gets the run dependent timestamp"};
Configurable<bool> loadCustomModelsFromCCDB{"loadCustomModelsFromCCDB", false, "Flag to enable or disable the loading of custom models from CCDB"};
Configurable<bool> enableOptimizations{"enableOptimizations", false, "Enables the ONNX extended model-optimization: sessionOptions.SetGraphOptimizationLevel(GraphOptimizationLevel::ORT_ENABLE_EXTENDED)"};
// Local paths for test purposes
Configurable<std::string> localModelPathLambda{"localModelPathLambda", "Lambda_BDTModel.onnx", "(std::string) Path to the local .onnx file."};
Configurable<std::string> localModelPathAntiLambda{"localModelPathAntiLambda", "AntiLambda_BDTModel.onnx", "(std::string) Path to the local .onnx file."};
Configurable<std::string> localModelPathK0Short{"localModelPathK0Short", "KZeroShort_BDTModel.onnx", "(std::string) Path to the local .onnx file."};
// Thresholds for choosing to populate V0Cores tables with pre-selections
Configurable<float> thresholdLambda{"thresholdLambda", -1.0f, "Threshold to keep Lambda candidates"};
Configurable<float> thresholdAntiLambda{"thresholdAntiLambda", -1.0f, "Threshold to keep AntiLambda candidates"};
Configurable<float> thresholdK0Short{"thresholdK0Short", -1.0f, "Threshold to keep K0Short candidates"};
} mlConfigurations;
// CCDB options
struct : ConfigurableGroup {
std::string prefix = "ccdbConfigurations"; // JSON group name
Configurable<std::string> ccdbUrl{"ccdbUrl", "http://alice-ccdb.cern.ch", "url of the ccdb repository"};
Configurable<std::string> grpPath{"grpPath", "GLO/GRP/GRP", "Path of the grp file"};
Configurable<std::string> grpmagPath{"grpmagPath", "GLO/Config/GRPMagField", "CCDB path of the GRPMagField object"};
Configurable<std::string> lutPath{"lutPath", "GLO/Param/MatLUT", "Path of the Lut parametrization"};
Configurable<std::string> geoPath{"geoPath", "GLO/Config/GeometryAligned", "Path of the geometry file"};
Configurable<std::string> mVtxPath{"mVtxPath", "GLO/Calib/MeanVertex", "Path of the mean vertex file"};
// manual
Configurable<bool> useCustomMagField{"useCustomMagField", false, "Use custom magnetic field value"};
Configurable<float> customMagField{"customMagField", 5.0f, "Manually set magnetic field"};
} ccdbConfigurations;
o2::ccdb::CcdbApi ccdbApi;
Service<o2::ccdb::BasicCCDBManager> ccdb;
ctpRateFetcher rateFetcher;
int mRunNumber;
float magField;
std::map<std::string, std::string> metadata;
o2::parameters::GRPMagField* grpmag = nullptr;
// CCDB options
struct : ConfigurableGroup {
ConfigurableAxis axisPt{"axisPt", {VARIABLE_WIDTH, 0.0f, 0.1f, 0.2f, 0.3f, 0.4f, 0.5f, 0.6f, 0.7f, 0.8f, 0.9f, 1.0f, 1.1f, 1.2f, 1.3f, 1.4f, 1.5f, 1.6f, 1.7f, 1.8f, 1.9f, 2.0f, 2.2f, 2.4f, 2.6f, 2.8f, 3.0f, 3.2f, 3.4f, 3.6f, 3.8f, 4.0f, 4.4f, 4.8f, 5.2f, 5.6f, 6.0f, 6.5f, 7.0f, 7.5f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 17.0f, 19.0f, 21.0f, 23.0f, 25.0f, 30.0f, 35.0f, 40.0f, 50.0f}, "pt axis for analysis"};
ConfigurableAxis axisPtXi{"axisPtXi", {VARIABLE_WIDTH, 0.0f, 0.1f, 0.2f, 0.3f, 0.4f, 0.5f, 0.6f, 0.7f, 0.8f, 0.9f, 1.0f, 1.1f, 1.2f, 1.3f, 1.4f, 1.5f, 1.6f, 1.7f, 1.8f, 1.9f, 2.0f, 2.2f, 2.4f, 2.6f, 2.8f, 3.0f, 3.2f, 3.4f, 3.6f, 3.8f, 4.0f, 4.4f, 4.8f, 5.2f, 5.6f, 6.0f, 6.5f, 7.0f, 7.5f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 17.0f, 19.0f, 21.0f, 23.0f, 25.0f, 30.0f, 35.0f, 40.0f, 50.0f}, "pt axis for feeddown from Xi"};
ConfigurableAxis axisPtCoarse{"axisPtCoarse", {VARIABLE_WIDTH, 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 7.0f, 10.0f, 15.0f}, "pt axis for QA"};
ConfigurableAxis axisK0Mass{"axisK0Mass", {200, 0.4f, 0.6f}, ""};
ConfigurableAxis axisLambdaMass{"axisLambdaMass", {200, 1.101f, 1.131f}, ""};
ConfigurableAxis axisCentrality{"axisCentrality", {VARIABLE_WIDTH, 0.0f, 5.0f, 10.0f, 20.0f, 30.0f, 40.0f, 50.0f, 60.0f, 70.0f, 80.0f, 90.0f}, "Centrality"};
ConfigurableAxis axisNch{"axisNch", {500, 0.0f, +5000.0f}, "Number of charged particles"};
ConfigurableAxis axisIRBinning{"axisIRBinning", {500, 0, 50}, "Binning for the interaction rate (kHz)"};
ConfigurableAxis axisMultFT0M{"axisMultFT0M", {500, 0.0f, +100000.0f}, "Multiplicity FT0M"};
ConfigurableAxis axisMultFT0C{"axisMultFT0C", {500, 0.0f, +10000.0f}, "Multiplicity FT0C"};
ConfigurableAxis axisMultFV0A{"axisMultFV0A", {500, 0.0f, +100000.0f}, "Multiplicity FV0A"};
ConfigurableAxis axisRawCentrality{"axisRawCentrality", {VARIABLE_WIDTH, 0.000f, 52.320f, 75.400f, 95.719f, 115.364f, 135.211f, 155.791f, 177.504f, 200.686f, 225.641f, 252.645f, 281.906f, 313.850f, 348.302f, 385.732f, 426.307f, 470.146f, 517.555f, 568.899f, 624.177f, 684.021f, 748.734f, 818.078f, 892.577f, 973.087f, 1058.789f, 1150.915f, 1249.319f, 1354.279f, 1465.979f, 1584.790f, 1710.778f, 1844.863f, 1985.746f, 2134.643f, 2291.610f, 2456.943f, 2630.653f, 2813.959f, 3006.631f, 3207.229f, 3417.641f, 3637.318f, 3865.785f, 4104.997f, 4354.938f, 4615.786f, 4885.335f, 5166.555f, 5458.021f, 5762.584f, 6077.881f, 6406.834f, 6746.435f, 7097.958f, 7462.579f, 7839.165f, 8231.629f, 8635.640f, 9052.000f, 9484.268f, 9929.111f, 10389.350f, 10862.059f, 11352.185f, 11856.823f, 12380.371f, 12920.401f, 13476.971f, 14053.087f, 14646.190f, 15258.426f, 15890.617f, 16544.433f, 17218.024f, 17913.465f, 18631.374f, 19374.983f, 20136.700f, 20927.783f, 21746.796f, 22590.880f, 23465.734f, 24372.274f, 25314.351f, 26290.488f, 27300.899f, 28347.512f, 29436.133f, 30567.840f, 31746.818f, 32982.664f, 34276.329f, 35624.859f, 37042.588f, 38546.609f, 40139.742f, 41837.980f, 43679.429f, 45892.130f, 400000.000f}, "raw centrality signal"}; // for QA
ConfigurableAxis axisOccupancy{"axisOccupancy", {VARIABLE_WIDTH, 0.0f, 250.0f, 500.0f, 750.0f, 1000.0f, 1500.0f, 2000.0f, 3000.0f, 4500.0f, 6000.0f, 8000.0f, 10000.0f, 50000.0f}, "Occupancy"};
// topological variable QA axes
ConfigurableAxis axisDCAtoPV{"axisDCAtoPV", {20, 0.0f, 1.0f}, "DCA (cm)"};
ConfigurableAxis axisDCAdau{"axisDCAdau", {20, 0.0f, 2.0f}, "DCA (cm)"};
ConfigurableAxis axisPointingAngle{"axisPointingAngle", {20, 0.0f, 2.0f}, "pointing angle (rad)"};
ConfigurableAxis axisV0Radius{"axisV0Radius", {20, 0.0f, 60.0f}, "V0 2D radius (cm)"};
ConfigurableAxis axisNsigmaTPC{"axisNsigmaTPC", {200, -10.0f, 10.0f}, "N sigma TPC"};
ConfigurableAxis axisTPCsignal{"axisTPCsignal", {200, 0.0f, 200.0f}, "TPC signal"};
ConfigurableAxis axisNsigmaTOF{"axisNsigmaTOF", {200, -10.0f, 10.0f}, "N sigma TOF"};
ConfigurableAxis axisTOFdeltaT{"axisTOFdeltaT", {200, -5000.0f, 5000.0f}, "TOF Delta T (ps)"};
ConfigurableAxis axisPhi{"axisPhi", {18, 0.0f, constants::math::TwoPI}, "Azimuth angle (rad)"};
ConfigurableAxis axisPhiMod{"axisPhiMod", {100, 0.0f, constants::math::TwoPI / 18}, "Azimuth angle wrt TPC sector (rad.)"};
ConfigurableAxis axisEta{"axisEta", {10, -1.0f, 1.0f}, "#eta"};
ConfigurableAxis axisITSchi2{"axisITSchi2", {100, 0.0f, 100.0f}, "#chi^{2} per ITS clusters"};
ConfigurableAxis axisTPCchi2{"axisTPCchi2", {100, 0.0f, 100.0f}, "#chi^{2} per TPC clusters"};
ConfigurableAxis axisTPCrowsOverFindable{"axisTPCrowsOverFindable", {120, 0.0f, 1.2f}, "Fraction of TPC crossed rows over findable clusters"};
ConfigurableAxis axisTPCfoundOverFindable{"axisTPCfoundOverFindable", {120, 0.0f, 1.2f}, "Fraction of TPC found over findable clusters"};
ConfigurableAxis axisTPCsharedClusters{"axisTPCsharedClusters", {101, -0.005f, 1.005f}, "Fraction of TPC shared clusters"};
// UPC axes
ConfigurableAxis axisSelGap{"axisSelGap", {4, -1.5, 2.5}, "Gap side"};
// AP plot axes
ConfigurableAxis axisAPAlpha{"axisAPAlpha", {220, -1.1f, 1.1f}, "V0 AP alpha"};
ConfigurableAxis axisAPQt{"axisAPQt", {220, 0.0f, 0.5f}, "V0 AP alpha"};
// Track quality axes
ConfigurableAxis axisTPCrows{"axisTPCrows", {160, 0.0f, 160.0f}, "N TPC rows"};
ConfigurableAxis axisITSclus{"axisITSclus", {7, 0.0f, 7.0f}, "N ITS Clusters"};
ConfigurableAxis axisITScluMap{"axisITScluMap", {128, -0.5f, 127.5f}, "ITS Cluster map"};
ConfigurableAxis axisDetMap{"axisDetMap", {16, -0.5f, 15.5f}, "Detector use map"};
ConfigurableAxis axisITScluMapCoarse{"axisITScluMapCoarse", {16, -3.5f, 12.5f}, "ITS Coarse cluster map"};
ConfigurableAxis axisDetMapCoarse{"axisDetMapCoarse", {5, -0.5f, 4.5f}, "Detector Coarse user map"};
// MC coll assoc QA axis
ConfigurableAxis axisMonteCarloNch{"axisMonteCarloNch", {300, 0.0f, 3000.0f}, "N_{ch} MC"};
} axisConfigurations;
// UPC selections
SGSelector sgSelector;
struct : ConfigurableGroup {
std::string prefix = "upcCuts"; // JSON group name
Configurable<float> fv0Cut{"fv0Cut", 100., "FV0A threshold"};
Configurable<float> ft0Acut{"ft0Acut", 200., "FT0A threshold"};
Configurable<float> ft0Ccut{"ft0Ccut", 100., "FT0C threshold"};
Configurable<float> zdcCut{"zdcCut", 10., "ZDC threshold"};
// Configurable<float> gapSel{"gapSel", 2, "Gap selection"};
} upcCuts;
// For manual sliceBy
// Preslice<soa::Join<aod::StraCollisions, aod::StraCents, aod::StraEvSels, aod::StraCollLabels>> perMcCollision = aod::v0data::straMCCollisionId;
PresliceUnsorted<soa::Join<aod::StraCollisions, aod::StraCents, aod::StraEvSels, aod::StraCollLabels>> perMcCollision = aod::v0data::straMCCollisionId;
PresliceUnsorted<soa::Join<aod::StraCollisions, aod::StraCentsRun2, aod::StraEvSelsRun2, aod::StraCollLabels>> perMcCollisionRun2 = aod::v0data::straMCCollisionId;
enum Selection : uint64_t { selCosPA = 0,
selRadius,
selRadiusMax,
selDCANegToPV,
selDCAPosToPV,
selDCAV0Dau,
selK0ShortRapidity,
selLambdaRapidity,
selK0ShortMassRejection,
selLambdaMassRejection,
selTPCPIDPositivePion,
selTPCPIDNegativePion,
selTPCPIDPositiveProton,
selTPCPIDNegativeProton,
selTOFDeltaTPositiveProtonLambda,
selTOFDeltaTPositivePionLambda,
selTOFDeltaTPositivePionK0Short,
selTOFDeltaTNegativeProtonLambda,
selTOFDeltaTNegativePionLambda,
selTOFDeltaTNegativePionK0Short,
selTOFNSigmaPositiveProtonLambda, // Nsigma
selTOFNSigmaPositivePionLambda, // Nsigma
selTOFNSigmaPositivePionK0Short, // Nsigma
selTOFNSigmaNegativeProtonLambda, // Nsigma
selTOFNSigmaNegativePionLambda, // Nsigma
selTOFNSigmaNegativePionK0Short, // Nsigma
selK0ShortCTau,
selLambdaCTau,
selK0ShortArmenteros,
selPosGoodTPCTrack, // at least min # TPC rows
selNegGoodTPCTrack, // at least min # TPC rows
selPosGoodITSTrack, // at least min # ITS clusters
selNegGoodITSTrack, // at least min # ITS clusters
selPosItsOnly,
selNegItsOnly,
selPosNotTPCOnly,
selNegNotTPCOnly,
selConsiderK0Short, // for mc tagging
selConsiderLambda, // for mc tagging
selConsiderAntiLambda, // for mc tagging
selPhysPrimK0Short, // for mc tagging
selPhysPrimLambda, // for mc tagging
selPhysPrimAntiLambda, // for mc tagging
};
uint64_t maskTopological;
uint64_t maskTopoNoV0Radius;
uint64_t maskTopoNoDCANegToPV;
uint64_t maskTopoNoDCAPosToPV;
uint64_t maskTopoNoCosPA;
uint64_t maskTopoNoDCAV0Dau;
uint64_t maskTrackProperties;
uint64_t maskK0ShortSpecific;
uint64_t maskLambdaSpecific;
uint64_t maskAntiLambdaSpecific;
uint64_t maskSelectionK0Short;
uint64_t maskSelectionLambda;
uint64_t maskSelectionAntiLambda;
uint64_t secondaryMaskSelectionLambda;
uint64_t secondaryMaskSelectionAntiLambda;
void init(InitContext const&)
{
// Determine if we are dealing with Run3 or Run2 processing
if ((doprocessRealDataRun3 || doprocessMonteCarloRun3 || doprocessGeneratedRun3) && (doprocessRealDataRun2 || doprocessMonteCarloRun2 || doprocessGeneratedRun2)) {
LOGF(fatal, "Cannot enable Run2 and Run3 processes at the same time. Please choose one.");
}
if (doprocessRealDataRun3 || doprocessMonteCarloRun3 || doprocessGeneratedRun3) {
isRun3 = true;
} else {
isRun3 = false;
}
// setting CCDB service
ccdb->setURL(ccdbConfigurations.ccdbUrl);
ccdb->setCaching(true);
ccdb->setFatalWhenNull(false);
// initialise bit masks
// Mask with all topologic selections
maskTopological = 0;
BITSET(maskTopological, selCosPA);
BITSET(maskTopological, selRadius);
BITSET(maskTopological, selDCANegToPV);
BITSET(maskTopological, selDCAPosToPV);
BITSET(maskTopological, selDCAV0Dau);
BITSET(maskTopological, selRadiusMax);
// Mask with all topologic selections, except for V0 radius
maskTopoNoV0Radius = 0;
BITSET(maskTopoNoV0Radius, selCosPA);
BITSET(maskTopoNoV0Radius, selDCANegToPV);
BITSET(maskTopoNoV0Radius, selDCAPosToPV);
BITSET(maskTopoNoV0Radius, selDCAV0Dau);
BITSET(maskTopoNoV0Radius, selRadiusMax);
// Mask with all topologic selections, except for DCA neg. to PV
maskTopoNoDCANegToPV = 0;
BITSET(maskTopoNoDCANegToPV, selCosPA);
BITSET(maskTopoNoDCANegToPV, selRadius);
BITSET(maskTopoNoDCANegToPV, selDCAPosToPV);
BITSET(maskTopoNoDCANegToPV, selDCAV0Dau);
BITSET(maskTopoNoDCANegToPV, selRadiusMax);
// Mask with all topologic selections, except for DCA pos. to PV
maskTopoNoDCAPosToPV = 0;
BITSET(maskTopoNoDCAPosToPV, selCosPA);
BITSET(maskTopoNoDCAPosToPV, selRadius);
BITSET(maskTopoNoDCAPosToPV, selDCANegToPV);
BITSET(maskTopoNoDCAPosToPV, selDCAV0Dau);
BITSET(maskTopoNoDCAPosToPV, selRadiusMax);
// Mask with all topologic selections, except for cosPA
maskTopoNoCosPA = 0;
BITSET(maskTopoNoCosPA, selRadius);
BITSET(maskTopoNoCosPA, selDCANegToPV);
BITSET(maskTopoNoCosPA, selDCAPosToPV);
BITSET(maskTopoNoCosPA, selDCAV0Dau);
BITSET(maskTopoNoCosPA, selRadiusMax);
// Mask with all topologic selections, except for DCA between V0 dau
maskTopoNoDCAV0Dau = 0;
BITSET(maskTopoNoDCAV0Dau, selCosPA);
BITSET(maskTopoNoDCAV0Dau, selRadius);
BITSET(maskTopoNoDCAV0Dau, selDCANegToPV);
BITSET(maskTopoNoDCAV0Dau, selDCAPosToPV);
BITSET(maskTopoNoDCAV0Dau, selRadiusMax);
// Mask for specifically selecting K0Short
maskK0ShortSpecific = 0;
BITSET(maskK0ShortSpecific, selK0ShortRapidity);
BITSET(maskK0ShortSpecific, selK0ShortCTau);
BITSET(maskK0ShortSpecific, selK0ShortArmenteros);
BITSET(maskK0ShortSpecific, selConsiderK0Short);
// Mask for specifically selecting Lambda
maskLambdaSpecific = 0;
BITSET(maskLambdaSpecific, selLambdaRapidity);
BITSET(maskLambdaSpecific, selLambdaCTau);
BITSET(maskLambdaSpecific, selConsiderLambda);
// Mask for specifically selecting AntiLambda
maskAntiLambdaSpecific = 0;
BITSET(maskAntiLambdaSpecific, selLambdaRapidity);
BITSET(maskAntiLambdaSpecific, selLambdaCTau);
BITSET(maskAntiLambdaSpecific, selConsiderAntiLambda);
// ask for specific TPC/TOF PID selections
maskTrackProperties = 0;
if (v0Selections.requirePosITSonly) {
BITSET(maskTrackProperties, selPosItsOnly);
BITSET(maskTrackProperties, selPosGoodITSTrack);
} else {
BITSET(maskTrackProperties, selPosGoodTPCTrack);
BITSET(maskTrackProperties, selPosGoodITSTrack);
// TPC signal is available: ask for positive track PID
if (v0Selections.tpcPidNsigmaCut < 1e+5) { // safeguard for no cut
BITSET(maskK0ShortSpecific, selTPCPIDPositivePion);
BITSET(maskLambdaSpecific, selTPCPIDPositiveProton);
BITSET(maskAntiLambdaSpecific, selTPCPIDPositivePion);
}
// TOF PID
if (v0Selections.requirePosHasTOF || v0Selections.tofPidNsigmaCutK0Pi < 1e+5 || v0Selections.maxDeltaTimePion < 1e+6) { // safeguard for no cut
BITSET(maskK0ShortSpecific, selTOFNSigmaPositivePionK0Short);
BITSET(maskK0ShortSpecific, selTOFDeltaTPositivePionK0Short);
}
if (v0Selections.requirePosHasTOF || v0Selections.tofPidNsigmaCutLaPr < 1e+5 || v0Selections.maxDeltaTimeProton < 1e+6) { // safeguard for no cut
BITSET(maskLambdaSpecific, selTOFNSigmaPositiveProtonLambda);
BITSET(maskLambdaSpecific, selTOFDeltaTPositiveProtonLambda);
}
if (v0Selections.requirePosHasTOF || v0Selections.tofPidNsigmaCutLaPi < 1e+5 || v0Selections.maxDeltaTimePion < 1e+6) { // safeguard for no cut
BITSET(maskAntiLambdaSpecific, selTOFNSigmaPositivePionLambda);
BITSET(maskAntiLambdaSpecific, selTOFDeltaTPositivePionLambda);
}
}
if (v0Selections.requireNegITSonly) {
BITSET(maskTrackProperties, selNegItsOnly);
BITSET(maskTrackProperties, selNegGoodITSTrack);
} else {
BITSET(maskTrackProperties, selNegGoodTPCTrack);
BITSET(maskTrackProperties, selNegGoodITSTrack);
// TPC signal is available: ask for negative track PID
if (v0Selections.tpcPidNsigmaCut < 1e+5) { // safeguard for no cut
BITSET(maskK0ShortSpecific, selTPCPIDNegativePion);
BITSET(maskLambdaSpecific, selTPCPIDNegativePion);
BITSET(maskAntiLambdaSpecific, selTPCPIDNegativeProton);
}
// TOF PID
if (v0Selections.requireNegHasTOF || v0Selections.tofPidNsigmaCutK0Pi < 1e+5 || v0Selections.maxDeltaTimePion < 1e+6) { // safeguard for no cut
BITSET(maskK0ShortSpecific, selTOFNSigmaNegativePionK0Short);
BITSET(maskK0ShortSpecific, selTOFDeltaTNegativePionK0Short);
}
if (v0Selections.requireNegHasTOF || v0Selections.tofPidNsigmaCutLaPi < 1e+5 || v0Selections.maxDeltaTimePion < 1e+6) { // safeguard for no cut
BITSET(maskLambdaSpecific, selTOFNSigmaNegativePionLambda);
BITSET(maskLambdaSpecific, selTOFDeltaTNegativePionLambda);
}
if (v0Selections.requireNegHasTOF || v0Selections.tofPidNsigmaCutLaPr < 1e+5 || v0Selections.maxDeltaTimeProton < 1e+6) { // safeguard for no cut
BITSET(maskAntiLambdaSpecific, selTOFNSigmaNegativeProtonLambda);
BITSET(maskAntiLambdaSpecific, selTOFDeltaTNegativeProtonLambda);
}
}
if (v0Selections.skipTPConly) {
BITSET(maskK0ShortSpecific, selPosNotTPCOnly);
BITSET(maskLambdaSpecific, selPosNotTPCOnly);
BITSET(maskAntiLambdaSpecific, selPosNotTPCOnly);
BITSET(maskK0ShortSpecific, selNegNotTPCOnly);
BITSET(maskLambdaSpecific, selNegNotTPCOnly);
BITSET(maskAntiLambdaSpecific, selNegNotTPCOnly);
}
if (v0Selections.compMassRejection > -1) {
BITSET(maskK0ShortSpecific, selLambdaMassRejection);
BITSET(maskLambdaSpecific, selK0ShortMassRejection);
BITSET(maskAntiLambdaSpecific, selK0ShortMassRejection);
}
// Primary particle selection, central to analysis
maskSelectionK0Short = maskTopological | maskTrackProperties | maskK0ShortSpecific;
maskSelectionLambda = maskTopological | maskTrackProperties | maskLambdaSpecific;
maskSelectionAntiLambda = maskTopological | maskTrackProperties | maskAntiLambdaSpecific;
BITSET(maskSelectionK0Short, selPhysPrimK0Short);
BITSET(maskSelectionLambda, selPhysPrimLambda);
BITSET(maskSelectionAntiLambda, selPhysPrimAntiLambda);
// No primary requirement for feeddown matrix
secondaryMaskSelectionLambda = maskTopological | maskTrackProperties | maskLambdaSpecific;
secondaryMaskSelectionAntiLambda = maskTopological | maskTrackProperties | maskAntiLambdaSpecific;
// Initialise the RCTFlagsChecker
rctFlagsChecker.init(rctConfigurations.cfgRCTLabel.value, rctConfigurations.cfgCheckZDC, rctConfigurations.cfgTreatLimitedAcceptanceAsBad);
// Event Counters
histos.add("hEventSelection", "hEventSelection", kTH1D, {{21, -0.5f, +20.5f}});
if (isRun3) {
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(1, "All collisions");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(2, "sel8 cut");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(3, "kIsTriggerTVX");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(4, "kNoITSROFrameBorder");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(5, "kNoTimeFrameBorder");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(6, "posZ cut");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(7, "kIsVertexITSTPC");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(8, "kIsGoodZvtxFT0vsPV");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(9, "kIsVertexTOFmatched");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(10, "kIsVertexTRDmatched");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(11, "kNoSameBunchPileup");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(12, "kNoCollInTimeRangeStd");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(13, "kNoCollInTimeRangeStrict");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(14, "kNoCollInTimeRangeNarrow");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(15, "kNoCollInRofStd");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(16, "kNoCollInRofStrict");
if (doPPAnalysis) {
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(17, "INEL>0");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(18, "INEL>1");
} else {
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(17, "Below min occup.");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(18, "Above max occup.");
}
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(19, "Below min IR");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(20, "Above max IR");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(21, "RCT flags");
} else {
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(1, "All collisions");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(2, "sel8 cut");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(3, "sel7 cut");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(4, "kINT7");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(5, "kIsTriggerTVX");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(6, "kNoIncompleteDAQ");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(7, "posZ cut");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(8, "kNoInconsistentVtx");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(9, "kNoPileupFromSPD");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(10, "kNoV0PFPileup");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(11, "kNoPileupInMultBins");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(12, "kNoPileupMV");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(13, "kNoPileupTPC");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(14, "kNoV0MOnVsOfPileup");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(15, "kNoSPDOnVsOfPileup");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(16, "kNoSPDClsVsTklBG");
if (doPPAnalysis) {
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(17, "INEL>0");
histos.get<TH1>(HIST("hEventSelection"))->GetXaxis()->SetBinLabel(18, "INEL>1");
}
}
histos.add("hEventCentrality", "hEventCentrality", kTH1D, {{101, 0.0f, 101.0f}});
histos.add("hCentralityVsNch", "hCentralityVsNch", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisNch});
if (doEventQA) {
if (isRun3) {
histos.add("hEventSelectionVsCentrality", "hEventSelectionVsCentrality", kTH2D, {{21, -0.5f, +20.5f}, {101, 0.0f, 101.0f}});
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(1, "All collisions");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(2, "sel8 cut");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(3, "kIsTriggerTVX");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(4, "kNoITSROFrameBorder");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(5, "kNoTimeFrameBorder");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(6, "posZ cut");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(7, "kIsVertexITSTPC");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(8, "kIsGoodZvtxFT0vsPV");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(9, "kIsVertexTOFmatched");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(10, "kIsVertexTRDmatched");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(11, "kNoSameBunchPileup");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(12, "kNoCollInTimeRangeStd");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(13, "kNoCollInTimeRangeStrict");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(14, "kNoCollInTimeRangeNarrow");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(15, "kNoCollInRofStd");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(16, "kNoCollInRofStrict");
if (doPPAnalysis) {
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(17, "INEL>0");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(18, "INEL>1");
} else {
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(17, "Below min occup.");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(18, "Above max occup.");
}
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(19, "Below min IR");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(20, "Above max IR");
histos.get<TH2>(HIST("hEventSelectionVsCentrality"))->GetXaxis()->SetBinLabel(21, "RCT flags");
histos.add("hCentralityVsNGlobal", "hCentralityVsNGlobal", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisNch});
histos.add("hEventCentVsMultFT0M", "hEventCentVsMultFT0M", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisMultFT0M});
histos.add("hEventCentVsMultFT0C", "hEventCentVsMultFT0C", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisMultFT0C});
histos.add("hEventCentVsMultNGlobal", "hEventCentVsMultNGlobal", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisNch});
histos.add("hEventCentVsMultFV0A", "hEventCentVsMultFV0A", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisMultFV0A});
histos.add("hEventMultFT0MvsMultNGlobal", "hEventMultFT0MvsMultNGlobal", kTH2D, {axisConfigurations.axisMultFT0M, axisConfigurations.axisNch});
histos.add("hEventMultFT0CvsMultNGlobal", "hEventMultFT0CvsMultNGlobal", kTH2D, {axisConfigurations.axisMultFT0C, axisConfigurations.axisNch});
histos.add("hEventMultFV0AvsMultNGlobal", "hEventMultFV0AvsMultNGlobal", kTH2D, {axisConfigurations.axisMultFV0A, axisConfigurations.axisNch});
histos.add("hEventMultPVvsMultNGlobal", "hEventMultPVvsMultNGlobal", kTH2D, {axisConfigurations.axisNch, axisConfigurations.axisNch});
histos.add("hEventMultFT0CvsMultFV0A", "hEventMultFT0CvsMultFV0A", kTH2D, {axisConfigurations.axisMultFT0C, axisConfigurations.axisMultFV0A});
}
}
histos.add("hEventPVz", "hEventPVz", kTH1D, {{100, -20.0f, +20.0f}});
histos.add("hCentralityVsPVz", "hCentralityVsPVz", kTH2D, {{101, 0.0f, 101.0f}, {100, -20.0f, +20.0f}});
if (doprocessGeneratedRun3 || doprocessGeneratedRun2) {
histos.add("hEventPVzMC", "hEventPVzMC", kTH1D, {{100, -20.0f, +20.0f}});
histos.add("hCentralityVsPVzMC", "hCentralityVsPVzMC", kTH2D, {{101, 0.0f, 101.0f}, {100, -20.0f, +20.0f}});
}
histos.add("hEventOccupancy", "hEventOccupancy", kTH1D, {axisConfigurations.axisOccupancy});
histos.add("hCentralityVsOccupancy", "hCentralityVsOccupancy", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisOccupancy});
if (doUPCanalysis) {
histos.add("hGapSide", "Gap side; Entries", kTH1D, {{5, -0.5, 4.5}});
histos.add("hSelGapSide", "Selected gap side; Entries", kTH1D, {axisConfigurations.axisSelGap});
histos.add("hEventCentralityVsSelGapSide", ";Centrality (%); Selected gap side", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisSelGap});
}
histos.add("hInteractionRate", "hInteractionRate", kTH1D, {axisConfigurations.axisIRBinning});
histos.add("hCentralityVsInteractionRate", "hCentralityVsInteractionRate", kTH2D, {{101, 0.0f, 101.0f}, axisConfigurations.axisIRBinning});
histos.add("hInteractionRateVsOccupancy", "hInteractionRateVsOccupancy", kTH2D, {axisConfigurations.axisIRBinning, axisConfigurations.axisOccupancy});
// for QA and test purposes
auto hRawCentrality = histos.add<TH1>("hRawCentrality", "hRawCentrality", kTH1D, {axisConfigurations.axisRawCentrality});
for (int ii = 1; ii < 101; ii++) {
float value = 100.5f - static_cast<float>(ii);
hRawCentrality->SetBinContent(ii, value);
}
auto hSelectionV0s = histos.add<TH1>("GeneralQA/hSelectionV0s", "hSelectionV0s", kTH1D, {{static_cast<int>(selPhysPrimAntiLambda) + 3, -0.5f, static_cast<double>(selPhysPrimAntiLambda) + 2.5f}});
hSelectionV0s->GetXaxis()->SetBinLabel(1, "All");
hSelectionV0s->GetXaxis()->SetBinLabel(selCosPA + 2, "cosPA");
hSelectionV0s->GetXaxis()->SetBinLabel(selRadius + 2, "Radius min.");
hSelectionV0s->GetXaxis()->SetBinLabel(selRadiusMax + 2, "Radius max.");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCANegToPV + 2, "DCA neg. to PV");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCAPosToPV + 2, "DCA pos. to PV");
hSelectionV0s->GetXaxis()->SetBinLabel(selDCAV0Dau + 2, "DCA V0 dau.");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortRapidity + 2, "K^{0}_{S} rapidity");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaRapidity + 2, "#Lambda rapidity");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortMassRejection + 2, "K^{0}_{S} mass rej.");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaMassRejection + 2, "#Lambda mass rej.");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDPositivePion + 2, "TPC PID #pi^{+}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDNegativePion + 2, "TPC PID #pi^{-}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDPositiveProton + 2, "TPC PID p");
hSelectionV0s->GetXaxis()->SetBinLabel(selTPCPIDNegativeProton + 2, "TPC PID #bar{p}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositiveProtonLambda + 2, "TOF #Delta t p from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositivePionLambda + 2, "TOF #Delta t #pi^{+} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTPositivePionK0Short + 2, "TOF #Delta t #pi^{+} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativeProtonLambda + 2, "TOF #Delta t #bar{p} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativePionLambda + 2, "TOF #Delta t #pi^{-} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFDeltaTNegativePionK0Short + 2, "TOF #Delta t #pi^{-} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositiveProtonLambda + 2, "TOF PID p from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositivePionLambda + 2, "TOF PID #pi^{+} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaPositivePionK0Short + 2, "TOF PID #pi^{+} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativeProtonLambda + 2, "TOF PID #bar{p} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativePionLambda + 2, "TOF PID #pi^{-} from #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selTOFNSigmaNegativePionK0Short + 2, "TOF PID #pi^{-} from K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortCTau + 2, "K^{0}_{S} lifetime");
hSelectionV0s->GetXaxis()->SetBinLabel(selLambdaCTau + 2, "#Lambda lifetime");
hSelectionV0s->GetXaxis()->SetBinLabel(selK0ShortArmenteros + 2, "Arm. pod. cut");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosGoodTPCTrack + 2, "Pos. good TPC track");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegGoodTPCTrack + 2, "Neg. good TPC track");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosGoodITSTrack + 2, "Pos. good ITS track");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegGoodITSTrack + 2, "Neg. good ITS track");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosItsOnly + 2, "Pos. ITS-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegItsOnly + 2, "Neg. ITS-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selPosNotTPCOnly + 2, "Pos. not TPC-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selNegNotTPCOnly + 2, "Neg. not TPC-only");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderK0Short + 2, "True K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderLambda + 2, "True #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selConsiderAntiLambda + 2, "True #bar{#Lambda}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimK0Short + 2, "Phys. prim. K^{0}_{S}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimLambda + 2, "Phys. prim. #Lambda");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimAntiLambda + 2, "Phys. prim. #bar{#Lambda}");
hSelectionV0s->GetXaxis()->SetBinLabel(selPhysPrimAntiLambda + 3, "Cand. selected");
// histograms versus mass
if (analyseK0Short) {
histos.add("h2dNbrOfK0ShortVsCentrality", "h2dNbrOfK0ShortVsCentrality", kTH2D, {axisConfigurations.axisCentrality, {10, -0.5f, 9.5f}});
histos.add("h3dMassK0Short", "h3dMassK0Short", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisK0Mass});
if (doUPCanalysis) {
// Non-UPC info
histos.add("h3dMassK0ShortHadronic", "h3dMassK0ShortHadronic", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisK0Mass});
// UPC info
histos.add("h3dMassK0ShortSGA", "h3dMassK0ShortSGA", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisK0Mass});
histos.add("h3dMassK0ShortSGC", "h3dMassK0ShortSGC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisK0Mass});
histos.add("h3dMassK0ShortDG", "h3dMassK0ShortDG", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisK0Mass});
}
if (doTPCQA) {
histos.add("K0Short/h3dPosNsigmaTPC", "h3dPosNsigmaTPC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("K0Short/h3dNegNsigmaTPC", "h3dNegNsigmaTPC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("K0Short/h3dPosTPCsignal", "h3dPosTPCsignal", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("K0Short/h3dNegTPCsignal", "h3dNegTPCsignal", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("K0Short/h3dPosNsigmaTPCvsTrackPtot", "h3dPosNsigmaTPCvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("K0Short/h3dNegNsigmaTPCvsTrackPtot", "h3dNegNsigmaTPCvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("K0Short/h3dPosTPCsignalVsTrackPtot", "h3dPosTPCsignalVsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("K0Short/h3dNegTPCsignalVsTrackPtot", "h3dNegTPCsignalVsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("K0Short/h3dPosNsigmaTPCvsTrackPt", "h3dPosNsigmaTPCvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("K0Short/h3dNegNsigmaTPCvsTrackPt", "h3dNegNsigmaTPCvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("K0Short/h3dPosTPCsignalVsTrackPt", "h3dPosTPCsignalVsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("K0Short/h3dNegTPCsignalVsTrackPt", "h3dNegTPCsignalVsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
}
if (doTOFQA) {
histos.add("K0Short/h3dPosNsigmaTOF", "h3dPosNsigmaTOF", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("K0Short/h3dNegNsigmaTOF", "h3dNegNsigmaTOF", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("K0Short/h3dPosTOFdeltaT", "h3dPosTOFdeltaT", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("K0Short/h3dNegTOFdeltaT", "h3dNegTOFdeltaT", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("K0Short/h3dPosNsigmaTOFvsTrackPtot", "h3dPosNsigmaTOFvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("K0Short/h3dNegNsigmaTOFvsTrackPtot", "h3dNegNsigmaTOFvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("K0Short/h3dPosTOFdeltaTvsTrackPtot", "h3dPosTOFdeltaTvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("K0Short/h3dNegTOFdeltaTvsTrackPtot", "h3dNegTOFdeltaTvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("K0Short/h3dPosNsigmaTOFvsTrackPt", "h3dPosNsigmaTOFvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("K0Short/h3dNegNsigmaTOFvsTrackPt", "h3dNegNsigmaTOFvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("K0Short/h3dPosTOFdeltaTvsTrackPt", "h3dPosTOFdeltaTvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("K0Short/h3dNegTOFdeltaTvsTrackPt", "h3dNegTOFdeltaTvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
}
if (doCollisionAssociationQA) {
histos.add("K0Short/h2dPtVsNch", "h2dPtVsNch", kTH2D, {axisConfigurations.axisMonteCarloNch, axisConfigurations.axisPt});
histos.add("K0Short/h2dPtVsNch_BadCollAssig", "h2dPtVsNch_BadCollAssig", kTH2D, {axisConfigurations.axisMonteCarloNch, axisConfigurations.axisPt});
}
if (doDetectPropQA == 1) {
histos.add("K0Short/h6dDetectPropVsCentrality", "h6dDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisPtCoarse});
histos.add("K0Short/h4dPosDetectPropVsCentrality", "h4dPosDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse});
histos.add("K0Short/h4dNegDetectPropVsCentrality", "h4dNegDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse});
}
if (doDetectPropQA == 2) {
histos.add("K0Short/h7dDetectPropVsCentrality", "h7dDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisPtCoarse, axisConfigurations.axisK0Mass});
histos.add("K0Short/h5dPosDetectPropVsCentrality", "h5dPosDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse, axisConfigurations.axisK0Mass});
histos.add("K0Short/h5dNegDetectPropVsCentrality", "h5dNegDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse, axisConfigurations.axisK0Mass});
}
if (doDetectPropQA == 3) {
histos.add("K0Short/h3dITSchi2", "h3dMaxITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("K0Short/h3dTPCchi2", "h3dMaxTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("K0Short/h3dTPCFoundOverFindable", "h3dTPCFoundOverFindable", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCfoundOverFindable});
histos.add("K0Short/h3dTPCrowsOverFindable", "h3dTPCrowsOverFindable", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrowsOverFindable});
histos.add("K0Short/h3dTPCsharedCls", "h3dTPCsharedCls", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsharedClusters});
histos.add("K0Short/h3dPositiveITSchi2", "h3dPositiveITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("K0Short/h3dNegativeITSchi2", "h3dNegativeITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("K0Short/h3dPositiveTPCchi2", "h3dPositiveTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("K0Short/h3dNegativeTPCchi2", "h3dNegativeTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("K0Short/h3dPositiveITSclusters", "h3dPositiveITSclusters", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSclus});
histos.add("K0Short/h3dNegativeITSclusters", "h3dNegativeITSclusters", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSclus});
histos.add("K0Short/h3dPositiveTPCcrossedRows", "h3dPositiveTPCcrossedRows", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrows});
histos.add("K0Short/h3dNegativeTPCcrossedRows", "h3dNegativeTPCcrossedRows", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrows});
}
if (doEtaPhiQA) {
histos.add("K0Short/h5dV0PhiVsEta", "h5dV0PhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisK0Mass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
histos.add("K0Short/h5dPosPhiVsEta", "h5dPosPhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisK0Mass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
histos.add("K0Short/h5dNegPhiVsEta", "h5dNegPhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisK0Mass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
}
}
if (analyseLambda) {
histos.add("h2dNbrOfLambdaVsCentrality", "h2dNbrOfLambdaVsCentrality", kTH2D, {axisConfigurations.axisCentrality, {10, -0.5f, 9.5f}});
histos.add("h3dMassLambda", "h3dMassLambda", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
if (doUPCanalysis) {
// Non-UPC info
histos.add("h3dMassLambdaHadronic", "h3dMassLambdaHadronic", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
// UPC info
histos.add("h3dMassLambdaSGA", "h3dMassLambdaSGA", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
histos.add("h3dMassLambdaSGC", "h3dMassLambdaSGC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
histos.add("h3dMassLambdaDG", "h3dMassLambdaDG", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
}
if (doTPCQA) {
histos.add("Lambda/h3dPosNsigmaTPC", "h3dPosNsigmaTPC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("Lambda/h3dNegNsigmaTPC", "h3dNegNsigmaTPC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("Lambda/h3dPosTPCsignal", "h3dPosTPCsignal", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("Lambda/h3dNegTPCsignal", "h3dNegTPCsignal", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("Lambda/h3dPosNsigmaTPCvsTrackPtot", "h3dPosNsigmaTPCvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("Lambda/h3dNegNsigmaTPCvsTrackPtot", "h3dNegNsigmaTPCvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("Lambda/h3dPosTPCsignalVsTrackPtot", "h3dPosTPCsignalVsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("Lambda/h3dNegTPCsignalVsTrackPtot", "h3dNegTPCsignalVsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("Lambda/h3dPosNsigmaTPCvsTrackPt", "h3dPosNsigmaTPCvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("Lambda/h3dNegNsigmaTPCvsTrackPt", "h3dNegNsigmaTPCvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("Lambda/h3dPosTPCsignalVsTrackPt", "h3dPosTPCsignalVsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("Lambda/h3dNegTPCsignalVsTrackPt", "h3dNegTPCsignalVsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
}
if (doTOFQA) {
histos.add("Lambda/h3dPosNsigmaTOF", "h3dPosNsigmaTOF", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("Lambda/h3dNegNsigmaTOF", "h3dNegNsigmaTOF", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("Lambda/h3dPosTOFdeltaT", "h3dPosTOFdeltaT", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("Lambda/h3dNegTOFdeltaT", "h3dNegTOFdeltaT", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("Lambda/h3dPosNsigmaTOFvsTrackPtot", "h3dPosNsigmaTOFvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("Lambda/h3dNegNsigmaTOFvsTrackPtot", "h3dNegNsigmaTOFvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("Lambda/h3dPosTOFdeltaTvsTrackPtot", "h3dPosTOFdeltaTvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("Lambda/h3dNegTOFdeltaTvsTrackPtot", "h3dNegTOFdeltaTvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("Lambda/h3dPosNsigmaTOFvsTrackPt", "h3dPosNsigmaTOFvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("Lambda/h3dNegNsigmaTOFvsTrackPt", "h3dNegNsigmaTOFvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("Lambda/h3dPosTOFdeltaTvsTrackPt", "h3dPosTOFdeltaTvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("Lambda/h3dNegTOFdeltaTvsTrackPt", "h3dNegTOFdeltaTvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
}
if (doCollisionAssociationQA) {
histos.add("Lambda/h2dPtVsNch", "h2dPtVsNch", kTH2D, {axisConfigurations.axisMonteCarloNch, axisConfigurations.axisPt});
histos.add("Lambda/h2dPtVsNch_BadCollAssig", "h2dPtVsNch_BadCollAssig", kTH2D, {axisConfigurations.axisMonteCarloNch, axisConfigurations.axisPt});
}
if (doDetectPropQA == 1) {
histos.add("Lambda/h6dDetectPropVsCentrality", "h6dDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisPtCoarse});
histos.add("Lambda/h4dPosDetectPropVsCentrality", "h4dPosDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse});
histos.add("Lambda/h4dNegDetectPropVsCentrality", "h4dNegDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse});
}
if (doDetectPropQA == 2) {
histos.add("Lambda/h7dDetectPropVsCentrality", "h7dDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass});
histos.add("Lambda/h5dPosDetectPropVsCentrality", "h5dPosDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass});
histos.add("Lambda/h5dNegDetectPropVsCentrality", "h5dNegDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass});
}
if (doDetectPropQA == 3) {
histos.add("Lambda/h3dITSchi2", "h3dMaxITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("Lambda/h3dTPCchi2", "h3dMaxTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("Lambda/h3dTPCFoundOverFindable", "h3dTPCFoundOverFindable", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCfoundOverFindable});
histos.add("Lambda/h3dTPCrowsOverFindable", "h3dTPCrowsOverFindable", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrowsOverFindable});
histos.add("Lambda/h3dTPCsharedCls", "h3dTPCsharedCls", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsharedClusters});
histos.add("Lambda/h3dPositiveITSchi2", "h3dPositiveITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("Lambda/h3dNegativeITSchi2", "h3dNegativeITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("Lambda/h3dPositiveTPCchi2", "h3dPositiveTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("Lambda/h3dNegativeTPCchi2", "h3dNegativeTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("Lambda/h3dPositiveITSclusters", "h3dPositiveITSclusters", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSclus});
histos.add("Lambda/h3dNegativeITSclusters", "h3dNegativeITSclusters", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSclus});
histos.add("Lambda/h3dPositiveTPCcrossedRows", "h3dPositiveTPCcrossedRows", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrows});
histos.add("Lambda/h3dNegativeTPCcrossedRows", "h3dNegativeTPCcrossedRows", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrows});
}
if (doEtaPhiQA) {
histos.add("Lambda/h5dV0PhiVsEta", "h5dV0PhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
histos.add("Lambda/h5dPosPhiVsEta", "h5dPosPhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
histos.add("Lambda/h5dNegPhiVsEta", "h5dNegPhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
}
}
if (analyseAntiLambda) {
histos.add("h2dNbrOfAntiLambdaVsCentrality", "h2dNbrOfAntiLambdaVsCentrality", kTH2D, {axisConfigurations.axisCentrality, {10, -0.5f, 9.5f}});
histos.add("h3dMassAntiLambda", "h3dMassAntiLambda", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
if (doUPCanalysis) {
// Non-UPC info
histos.add("h3dMassAntiLambdaHadronic", "h3dMassAntiLambdaHadronic", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
// UPC info
histos.add("h3dMassAntiLambdaSGA", "h3dMassAntiLambdaSGA", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
histos.add("h3dMassAntiLambdaSGC", "h3dMassAntiLambdaSGC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
histos.add("h3dMassAntiLambdaDG", "h3dMassAntiLambdaDG", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPt, axisConfigurations.axisLambdaMass});
}
if (doTPCQA) {
histos.add("AntiLambda/h3dPosNsigmaTPC", "h3dPosNsigmaTPC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("AntiLambda/h3dNegNsigmaTPC", "h3dNegNsigmaTPC", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("AntiLambda/h3dPosTPCsignal", "h3dPosTPCsignal", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("AntiLambda/h3dNegTPCsignal", "h3dNegTPCsignal", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("AntiLambda/h3dPosNsigmaTPCvsTrackPtot", "h3dPosNsigmaTPCvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("AntiLambda/h3dNegNsigmaTPCvsTrackPtot", "h3dNegNsigmaTPCvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("AntiLambda/h3dPosTPCsignalVsTrackPtot", "h3dPosTPCsignalVsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("AntiLambda/h3dNegTPCsignalVsTrackPtot", "h3dNegTPCsignalVsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("AntiLambda/h3dPosNsigmaTPCvsTrackPt", "h3dPosNsigmaTPCvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("AntiLambda/h3dNegNsigmaTPCvsTrackPt", "h3dNegNsigmaTPCvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTPC});
histos.add("AntiLambda/h3dPosTPCsignalVsTrackPt", "h3dPosTPCsignalVsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
histos.add("AntiLambda/h3dNegTPCsignalVsTrackPt", "h3dNegTPCsignalVsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsignal});
}
if (doTOFQA) {
histos.add("AntiLambda/h3dPosNsigmaTOF", "h3dPosNsigmaTOF", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("AntiLambda/h3dNegNsigmaTOF", "h3dNegNsigmaTOF", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("AntiLambda/h3dPosTOFdeltaT", "h3dPosTOFdeltaT", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("AntiLambda/h3dNegTOFdeltaT", "h3dNegTOFdeltaT", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("AntiLambda/h3dPosNsigmaTOFvsTrackPtot", "h3dPosNsigmaTOFvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("AntiLambda/h3dNegNsigmaTOFvsTrackPtot", "h3dNegNsigmaTOFvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("AntiLambda/h3dPosTOFdeltaTvsTrackPtot", "h3dPosTOFdeltaTvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("AntiLambda/h3dNegTOFdeltaTvsTrackPtot", "h3dNegTOFdeltaTvsTrackPtot", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("AntiLambda/h3dPosNsigmaTOFvsTrackPt", "h3dPosNsigmaTOFvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("AntiLambda/h3dNegNsigmaTOFvsTrackPt", "h3dNegNsigmaTOFvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisNsigmaTOF});
histos.add("AntiLambda/h3dPosTOFdeltaTvsTrackPt", "h3dPosTOFdeltaTvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
histos.add("AntiLambda/h3dNegTOFdeltaTvsTrackPt", "h3dNegTOFdeltaTvsTrackPt", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTOFdeltaT});
}
if (doCollisionAssociationQA) {
histos.add("AntiLambda/h2dPtVsNch", "h2dPtVsNch", kTH2D, {axisConfigurations.axisMonteCarloNch, axisConfigurations.axisPt});
histos.add("AntiLambda/h2dPtVsNch_BadCollAssig", "h2dPtVsNch_BadCollAssig", kTH2D, {axisConfigurations.axisMonteCarloNch, axisConfigurations.axisPt});
}
if (doDetectPropQA == 1) {
histos.add("AntiLambda/h6dDetectPropVsCentrality", "h6dDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisPtCoarse});
histos.add("AntiLambda/h4dPosDetectPropVsCentrality", "h4dPosDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse});
histos.add("AntiLambda/h4dNegDetectPropVsCentrality", "h4dNegDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse});
}
if (doDetectPropQA == 2) {
histos.add("AntiLambda/h7dDetectPropVsCentrality", "h7dDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisDetMapCoarse, axisConfigurations.axisITScluMapCoarse, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass});
histos.add("AntiLambda/h5dPosDetectPropVsCentrality", "h5dPosDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass});
histos.add("AntiLambda/h5dNegDetectPropVsCentrality", "h5dNegDetectPropVsCentrality", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisDetMap, axisConfigurations.axisITScluMap, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass});
}
if (doDetectPropQA == 3) {
histos.add("AntiLambda/h3dITSchi2", "h3dMaxITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("AntiLambda/h3dTPCchi2", "h3dMaxTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("AntiLambda/h3dTPCFoundOverFindable", "h3dTPCFoundOverFindable", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCfoundOverFindable});
histos.add("AntiLambda/h3dTPCrowsOverFindable", "h3dTPCrowsOverFindable", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrowsOverFindable});
histos.add("AntiLambda/h3dTPCsharedCls", "h3dTPCsharedCls", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCsharedClusters});
histos.add("AntiLambda/h3dPositiveITSchi2", "h3dPositiveITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("AntiLambda/h3dNegativeITSchi2", "h3dNegativeITSchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSchi2});
histos.add("AntiLambda/h3dPositiveTPCchi2", "h3dPositiveTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("AntiLambda/h3dNegativeTPCchi2", "h3dNegativeTPCchi2", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCchi2});
histos.add("AntiLambda/h3dPositiveITSclusters", "h3dPositiveITSclusters", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSclus});
histos.add("AntiLambda/h3dNegativeITSclusters", "h3dNegativeITSclusters", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisITSclus});
histos.add("AntiLambda/h3dPositiveTPCcrossedRows", "h3dPositiveTPCcrossedRows", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrows});
histos.add("AntiLambda/h3dNegativeTPCcrossedRows", "h3dNegativeTPCcrossedRows", kTH3D, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisTPCrows});
}
if (doEtaPhiQA) {
histos.add("AntiLambda/h5dV0PhiVsEta", "h5dV0PhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
histos.add("AntiLambda/h5dPosPhiVsEta", "h5dPosPhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
histos.add("AntiLambda/h5dNegPhiVsEta", "h5dNegPhiVsEta", kTHnD, {axisConfigurations.axisCentrality, axisConfigurations.axisPtCoarse, axisConfigurations.axisLambdaMass, axisConfigurations.axisPhi, axisConfigurations.axisEta});
}
}